Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 28200 |
| Missing cells | 22614 |
| Missing cells (%) | 3.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 11.1 MiB |
| Average record size in memory | 411.4 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 18 |
tracking_id has a high cardinality: 28200 distinct values | High cardinality |
datetime has a high cardinality: 28200 distinct values | High cardinality |
motor_torque(N-m) is highly correlated with generator_temperature(°C) | High correlation |
generator_temperature(°C) is highly correlated with motor_torque(N-m) | High correlation |
atmospheric_temperature(°C) has 3450 (12.2%) missing values | Missing |
atmospheric_pressure(Pascal) has 2707 (9.6%) missing values | Missing |
windmill_body_temperature(°C) has 2363 (8.4%) missing values | Missing |
wind_direction(°) has 5103 (18.1%) missing values | Missing |
rotor_torque(N-m) has 572 (2.0%) missing values | Missing |
turbine_status has 1759 (6.2%) missing values | Missing |
blade_length(m) has 5093 (18.1%) missing values | Missing |
windmill_height(m) has 543 (1.9%) missing values | Missing |
tracking_id is uniformly distributed | Uniform |
datetime is uniformly distributed | Uniform |
tracking_id has unique values | Unique |
datetime has unique values | Unique |
blade_breadth(m) has unique values | Unique |
Reproduction
| Analysis started | 2021-05-26 15:21:29.924854 |
|---|---|
| Analysis finished | 2021-05-26 15:22:26.263920 |
| Duration | 56.34 seconds |
| Software version | pandas-profiling v2.12.0 |
| Download configuration | config.yaml |
| Distinct | 28200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| WM_38470 | 1 |
|---|---|
| WM_1082 | 1 |
| WM_30836 | 1 |
| WM_36956 | 1 |
| WM_35063 | 1 |
| Other values (28195) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.725177305 |
| Min length | 4 |
Characters and Unicode
| Total characters | 217850 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 28200 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | WM_33725 |
|---|---|
| 2nd row | WM_698 |
| 3rd row | WM_39146 |
| 4th row | WM_6757 |
| 5th row | WM_21521 |
| Value | Count | Frequency (%) |
| WM_38470 | 1 | < 0.1% |
| WM_1082 | 1 | < 0.1% |
| WM_30836 | 1 | < 0.1% |
| WM_36956 | 1 | < 0.1% |
| WM_35063 | 1 | < 0.1% |
| WM_1818 | 1 | < 0.1% |
| WM_33090 | 1 | < 0.1% |
| WM_25806 | 1 | < 0.1% |
| WM_13516 | 1 | < 0.1% |
| WM_199 | 1 | < 0.1% |
| Other values (28190) | 28190 |
| Value | Count | Frequency (%) |
| wm_6888 | 1 | < 0.1% |
| wm_23442 | 1 | < 0.1% |
| wm_30138 | 1 | < 0.1% |
| wm_5201 | 1 | < 0.1% |
| wm_20983 | 1 | < 0.1% |
| wm_22288 | 1 | < 0.1% |
| wm_15025 | 1 | < 0.1% |
| wm_17570 | 1 | < 0.1% |
| wm_32239 | 1 | < 0.1% |
| wm_18639 | 1 | < 0.1% |
| Other values (28190) | 28190 |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 28200 | |
| M | 28200 | |
| _ | 28200 | |
| 2 | 18422 | |
| 1 | 18347 | |
| 3 | 18230 | |
| 4 | 11468 | 5.3% |
| 7 | 11270 | 5.2% |
| 5 | 11249 | 5.2% |
| 9 | 11249 | 5.2% |
| Other values (3) | 33015 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 133250 | |
| Uppercase Letter | 56400 | |
| Connector Punctuation | 28200 | 12.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 18422 | |
| 1 | 18347 | |
| 3 | 18230 | |
| 4 | 11468 | |
| 7 | 11270 | |
| 5 | 11249 | |
| 9 | 11249 | |
| 8 | 11238 | |
| 6 | 11120 | |
| 0 | 10657 |
| Value | Count | Frequency (%) |
| W | 28200 | |
| M | 28200 |
| Value | Count | Frequency (%) |
| _ | 28200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 161450 | |
| Latin | 56400 | 25.9% |
Most frequent character per script
| Value | Count | Frequency (%) |
| _ | 28200 | |
| 2 | 18422 | |
| 1 | 18347 | |
| 3 | 18230 | |
| 4 | 11468 | |
| 7 | 11270 | 7.0% |
| 5 | 11249 | 7.0% |
| 9 | 11249 | 7.0% |
| 8 | 11238 | 7.0% |
| 6 | 11120 | 6.9% |
| Value | Count | Frequency (%) |
| W | 28200 | |
| M | 28200 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 217850 |
Most frequent character per block
| Value | Count | Frequency (%) |
| W | 28200 | |
| M | 28200 | |
| _ | 28200 | |
| 2 | 18422 | |
| 1 | 18347 | |
| 3 | 18230 | |
| 4 | 11468 | 5.3% |
| 7 | 11270 | 5.2% |
| 5 | 11249 | 5.2% |
| 9 | 11249 | 5.2% |
| Other values (3) | 33015 |
| Distinct | 28200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.3 MiB |
| 2019-09-07 08:33:20 | 1 |
|---|---|
| 2019-06-14 01:03:20 | 1 |
| 2019-01-19 21:13:20 | 1 |
| 2019-01-07 17:33:20 | 1 |
| 2019-05-09 02:33:20 | 1 |
| Other values (28195) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 535800 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 28200 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2019-08-04 14:33:20 |
|---|---|
| 2nd row | 2018-11-05 10:13:20 |
| 3rd row | 2019-09-14 14:03:20 |
| 4th row | 2018-12-25 15:33:20 |
| 5th row | 2019-05-04 03:13:20 |
| Value | Count | Frequency (%) |
| 2019-09-07 08:33:20 | 1 | < 0.1% |
| 2019-06-14 01:03:20 | 1 | < 0.1% |
| 2019-01-19 21:13:20 | 1 | < 0.1% |
| 2019-01-07 17:33:20 | 1 | < 0.1% |
| 2019-05-09 02:33:20 | 1 | < 0.1% |
| 2019-01-29 23:43:20 | 1 | < 0.1% |
| 2019-02-09 18:33:20 | 1 | < 0.1% |
| 2019-05-28 10:33:20 | 1 | < 0.1% |
| 2018-12-25 09:23:20 | 1 | < 0.1% |
| 2018-12-24 05:43:20 | 1 | < 0.1% |
| Other values (28190) | 28190 |
| Value | Count | Frequency (%) |
| 16:43:20 | 221 | 0.4% |
| 18:33:20 | 218 | 0.4% |
| 19:33:20 | 214 | 0.4% |
| 20:23:20 | 213 | 0.4% |
| 18:53:20 | 213 | 0.4% |
| 05:43:20 | 213 | 0.4% |
| 17:33:20 | 212 | 0.4% |
| 17:03:20 | 211 | 0.4% |
| 19:23:20 | 210 | 0.4% |
| 19:03:20 | 209 | 0.4% |
| Other values (455) | 54266 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 110589 | |
| 2 | 86401 | |
| 1 | 71444 | |
| - | 56400 | |
| : | 56400 | |
| 3 | 42744 | 8.0% |
| 9 | 30067 | 5.6% |
| 28200 | 5.3% | |
| 8 | 13375 | 2.5% |
| 5 | 12785 | 2.4% |
| Other values (3) | 27395 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 394800 | |
| Dash Punctuation | 56400 | 10.5% |
| Other Punctuation | 56400 | 10.5% |
| Space Separator | 28200 | 5.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 110589 | |
| 2 | 86401 | |
| 1 | 71444 | |
| 3 | 42744 | 10.8% |
| 9 | 30067 | 7.6% |
| 8 | 13375 | 3.4% |
| 5 | 12785 | 3.2% |
| 4 | 11435 | 2.9% |
| 7 | 8000 | 2.0% |
| 6 | 7960 | 2.0% |
| Value | Count | Frequency (%) |
| - | 56400 |
| Value | Count | Frequency (%) |
| 28200 |
| Value | Count | Frequency (%) |
| : | 56400 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 535800 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 110589 | |
| 2 | 86401 | |
| 1 | 71444 | |
| - | 56400 | |
| : | 56400 | |
| 3 | 42744 | 8.0% |
| 9 | 30067 | 5.6% |
| 28200 | 5.3% | |
| 8 | 13375 | 2.5% |
| 5 | 12785 | 2.4% |
| Other values (3) | 27395 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 535800 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 110589 | |
| 2 | 86401 | |
| 1 | 71444 | |
| - | 56400 | |
| : | 56400 | |
| 3 | 42744 | 8.0% |
| 9 | 30067 | 5.6% |
| 28200 | 5.3% | |
| 8 | 13375 | 2.5% |
| 5 | 12785 | 2.4% |
| Other values (3) | 27395 | 5.1% |
wind_speed(m/s)
Real number (ℝ)
| Distinct | 27727 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 273 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.03707139 |
| Minimum | -496.2110289 |
|---|---|
| Maximum | 601.4556704 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2142 |
| Negative (%) | 7.6% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -496.2110289 |
|---|---|
| 5-th percentile | -65.75486742 |
| Q1 | 20.88350151 |
| median | 93.30212921 |
| Q3 | 95.26805784 |
| 95-th percentile | 212.0745349 |
| Maximum | 601.4556704 |
| Range | 1097.666699 |
| Interquartile range (IQR) | 74.38455633 |
Descriptive statistics
| Standard deviation | 76.27564488 |
|---|---|
| Coefficient of variation (CV) | 1.10485053 |
| Kurtosis | 4.11259989 |
| Mean | 69.03707139 |
| Median Absolute Deviation (MAD) | 3.552179364 |
| Skewness | -0.06047716509 |
| Sum | 1927998.293 |
| Variance | 5817.974002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 193 | 0.7% |
| 81.81818182 | 9 | < 0.1% |
| 93.61102809 | 1 | < 0.1% |
| 94.22619447 | 1 | < 0.1% |
| 95.47267696 | 1 | < 0.1% |
| 93.02733276 | 1 | < 0.1% |
| 92.74399394 | 1 | < 0.1% |
| 92.94333075 | 1 | < 0.1% |
| 93.98886228 | 1 | < 0.1% |
| 17.630166 | 1 | < 0.1% |
| Other values (27717) | 27717 | |
| (Missing) | 273 | 1.0% |
| Value | Count | Frequency (%) |
| -496.2110289 | 1 | |
| -402.6087362 | 1 | |
| -391.2085304 | 1 | |
| -354.0064613 | 1 | |
| -330.5831315 | 1 | |
| -329.4538495 | 1 | |
| -328.4165588 | 1 | |
| -323.4304627 | 1 | |
| -321.4299907 | 1 | |
| -318.0810938 | 1 |
| Value | Count | Frequency (%) |
| 601.4556704 | 1 | |
| 513.078624 | 1 | |
| 498.8775284 | 1 | |
| 488.0959645 | 1 | |
| 484.6564629 | 1 | |
| 481.8032152 | 1 | |
| 480.2610467 | 1 | |
| 479.5756112 | 1 | |
| 479.2811084 | 1 | |
| 473.7379151 | 1 |
| Distinct | 20809 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 3450 |
| Missing (%) | 12.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3837270705 |
| Minimum | -99 |
|---|---|
| Maximum | 80.21744352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4199 |
| Negative (%) | 14.9% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -99 |
| Q1 | 7.948900131 |
| median | 16.10241035 |
| Q3 | 23.68728525 |
| 95-th percentile | 35.77114497 |
| Maximum | 80.21744352 |
| Range | 179.2174435 |
| Interquartile range (IQR) | 15.73838512 |
Descriptive statistics
| Standard deviation | 44.27853354 |
|---|---|
| Coefficient of variation (CV) | 115.3906955 |
| Kurtosis | 1.137602533 |
| Mean | 0.3837270705 |
| Median Absolute Deviation (MAD) | 7.85615852 |
| Skewness | -1.674895242 |
| Sum | 9497.244995 |
| Variance | 1960.588533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 3942 | 14.0% |
| 19.42908156 | 1 | < 0.1% |
| 11.52595963 | 1 | < 0.1% |
| 11.6043548 | 1 | < 0.1% |
| 29.16447141 | 1 | < 0.1% |
| 10.91334458 | 1 | < 0.1% |
| 35.15476216 | 1 | < 0.1% |
| 25.51193014 | 1 | < 0.1% |
| 9.609162369 | 1 | < 0.1% |
| 12.96366962 | 1 | < 0.1% |
| Other values (20799) | 20799 | |
| (Missing) | 3450 | 12.2% |
| Value | Count | Frequency (%) |
| -99 | 3942 | |
| -53.79581308 | 1 | < 0.1% |
| -33.11377025 | 1 | < 0.1% |
| -28.44556748 | 1 | < 0.1% |
| -27.48416876 | 1 | < 0.1% |
| -26.62347465 | 1 | < 0.1% |
| -26.22129642 | 1 | < 0.1% |
| -25.91006798 | 1 | < 0.1% |
| -25.8286267 | 1 | < 0.1% |
| -24.84069673 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80.21744352 | 1 | |
| 76.90265697 | 1 | |
| 74.76536332 | 1 | |
| 72.44945085 | 1 | |
| 72.1202695 | 1 | |
| 72.0326493 | 1 | |
| 69.63372796 | 1 | |
| 69.31933899 | 1 | |
| 68.94892575 | 1 | |
| 68.78096735 | 1 |
shaft_temperature(°C)
Real number (ℝ)
| Distinct | 27625 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.08538671 |
| Minimum | -99 |
|---|---|
| Maximum | 169.8204551 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1417 |
| Negative (%) | 5.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -0.1621536448 |
| Q1 | 41.63323757 |
| median | 43.68608193 |
| Q3 | 45.67368539 |
| 95-th percentile | 77.86079602 |
| Maximum | 169.8204551 |
| Range | 268.8204551 |
| Interquartile range (IQR) | 4.040447816 |
Descriptive statistics
| Standard deviation | 27.20442954 |
|---|---|
| Coefficient of variation (CV) | 0.6786620205 |
| Kurtosis | 12.24662229 |
| Mean | 40.08538671 |
| Median Absolute Deviation (MAD) | 2.019726623 |
| Skewness | -2.525168271 |
| Sum | 1130327.735 |
| Variance | 740.0809866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 557 | 2.0% |
| 30 | 10 | < 0.1% |
| -5 | 9 | < 0.1% |
| 42.24269044 | 1 | < 0.1% |
| -5.691738741 | 1 | < 0.1% |
| 4.087261884 | 1 | < 0.1% |
| 43.70101129 | 1 | < 0.1% |
| 44.16694589 | 1 | < 0.1% |
| 13.9992872 | 1 | < 0.1% |
| 93.63892155 | 1 | < 0.1% |
| Other values (27615) | 27615 | |
| (Missing) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| -99 | 557 | |
| -93.08623556 | 1 | < 0.1% |
| -76.26809109 | 1 | < 0.1% |
| -75.8702313 | 1 | < 0.1% |
| -73.71328469 | 1 | < 0.1% |
| -69.17141482 | 1 | < 0.1% |
| -67.18625304 | 1 | < 0.1% |
| -65.82069531 | 1 | < 0.1% |
| -65.03887445 | 1 | < 0.1% |
| -64.17271023 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 169.8204551 | 1 | |
| 166.4406054 | 1 | |
| 155.3044514 | 1 | |
| 151.0166952 | 1 | |
| 149.6911781 | 1 | |
| 144.2345366 | 1 | |
| 143.4832318 | 1 | |
| 142.8318294 | 1 | |
| 142.423809 | 1 | |
| 139.3736624 | 1 |
blades_angle(°)
Real number (ℝ)
| Distinct | 22830 |
|---|---|
| Distinct (%) | 81.6% |
| Missing | 216 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.654038032 |
| Minimum | -146.2595427 |
|---|---|
| Maximum | 165.9321232 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 15475 |
| Negative (%) | 54.9% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -146.2595427 |
|---|---|
| 5-th percentile | -99 |
| Q1 | -1.197651599 |
| median | -0.4956079048 |
| Q3 | 5.495030481 |
| 95-th percentile | 65.98435133 |
| Maximum | 165.9321232 |
| Range | 312.1916659 |
| Interquartile range (IQR) | 6.69268208 |
Descriptive statistics
| Standard deviation | 47.91816146 |
|---|---|
| Coefficient of variation (CV) | -4.963535601 |
| Kurtosis | 0.298796478 |
| Mean | -9.654038032 |
| Median Absolute Deviation (MAD) | 2.388084697 |
| Skewness | -0.6521221851 |
| Sum | -270158.6003 |
| Variance | 2296.150198 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 5151 | 18.3% |
| 0 | 5 | < 0.1% |
| -66.25027486 | 1 | < 0.1% |
| 10.10820249 | 1 | < 0.1% |
| 4.616650692 | 1 | < 0.1% |
| 37.10881153 | 1 | < 0.1% |
| -1.175794803 | 1 | < 0.1% |
| 0.3108942006 | 1 | < 0.1% |
| 38.78026177 | 1 | < 0.1% |
| -1.276776178 | 1 | < 0.1% |
| Other values (22820) | 22820 | |
| (Missing) | 216 | 0.8% |
| Value | Count | Frequency (%) |
| -146.2595427 | 1 | < 0.1% |
| -137.6590444 | 1 | < 0.1% |
| -99 | 5151 | |
| -74.7897359 | 1 | < 0.1% |
| -74.70826034 | 1 | < 0.1% |
| -74.40534109 | 1 | < 0.1% |
| -74.38049552 | 1 | < 0.1% |
| -74.34272372 | 1 | < 0.1% |
| -74.31146917 | 1 | < 0.1% |
| -74.28881705 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 165.9321232 | 1 | |
| 165.1693672 | 1 | |
| 164.5191854 | 1 | |
| 162.2045128 | 1 | |
| 161.7178401 | 1 | |
| 160.9599566 | 1 | |
| 157.5835564 | 1 | |
| 147.8461528 | 1 | |
| 143.1674451 | 1 | |
| 141.8923603 | 1 |
gearbox_temperature(°C)
Real number (ℝ)
| Distinct | 27911 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.02775488 |
| Minimum | -244.9740978 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3091 |
| Negative (%) | 11.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -244.9740978 |
|---|---|
| 5-th percentile | -40.9669709 |
| Q1 | 40.5579519 |
| median | 43.22173481 |
| Q3 | 45.87942476 |
| 95-th percentile | 117.7077406 |
| Maximum | 999 |
| Range | 1243.974098 |
| Interquartile range (IQR) | 5.321472857 |
Descriptive statistics
| Standard deviation | 43.6636055 |
|---|---|
| Coefficient of variation (CV) | 1.064245548 |
| Kurtosis | 28.45115798 |
| Mean | 41.02775488 |
| Median Absolute Deviation (MAD) | 2.661889883 |
| Skewness | 0.8868464413 |
| Sum | 1156941.66 |
| Variance | 1906.510445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 272 | 1.0% |
| -5 | 9 | < 0.1% |
| 30 | 8 | < 0.1% |
| 999 | 3 | < 0.1% |
| 44.01717569 | 1 | < 0.1% |
| 90.64755347 | 1 | < 0.1% |
| 43.56832579 | 1 | < 0.1% |
| 40.96917514 | 1 | < 0.1% |
| 15.02447562 | 1 | < 0.1% |
| 115.4402917 | 1 | < 0.1% |
| Other values (27901) | 27901 |
| Value | Count | Frequency (%) |
| -244.9740978 | 1 | |
| -201.165465 | 1 | |
| -194.6379341 | 1 | |
| -189.42395 | 1 | |
| -188.7634726 | 1 | |
| -188.4827225 | 1 | |
| -186.8965665 | 1 | |
| -186.0517657 | 1 | |
| -184.3831767 | 1 | |
| -179.1822148 | 1 |
| Value | Count | Frequency (%) |
| 999 | 3 | |
| 348.6865421 | 1 | < 0.1% |
| 286.0193338 | 1 | < 0.1% |
| 276.2525336 | 1 | < 0.1% |
| 274.3128291 | 1 | < 0.1% |
| 273.2017549 | 1 | < 0.1% |
| 272.8810447 | 1 | < 0.1% |
| 272.2557484 | 1 | < 0.1% |
| 271.166443 | 1 | < 0.1% |
| 271.0102641 | 1 | < 0.1% |
engine_temperature(°C)
Real number (ℝ≥0)
| Distinct | 28188 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.61423856 |
| Minimum | 3.167151021 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | 3.167151021 |
|---|---|
| 5-th percentile | 39.06765114 |
| Q1 | 41.9113647 |
| median | 43.52529653 |
| Q3 | 45.17424574 |
| 95-th percentile | 47.68384432 |
| Maximum | 50 |
| Range | 46.83284898 |
| Interquartile range (IQR) | 3.262881042 |
Descriptive statistics
| Standard deviation | 6.124545785 |
|---|---|
| Coefficient of variation (CV) | 0.1437206434 |
| Kurtosis | 16.76641786 |
| Mean | 42.61423856 |
| Median Absolute Deviation (MAD) | 1.630260113 |
| Skewness | -3.944775609 |
| Sum | 1201210.157 |
| Variance | 37.51006107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.12034079 | 1 | < 0.1% |
| 46.64435872 | 1 | < 0.1% |
| 44.21921948 | 1 | < 0.1% |
| 45.56083591 | 1 | < 0.1% |
| 48.2488072 | 1 | < 0.1% |
| 47.64354812 | 1 | < 0.1% |
| 42.94818209 | 1 | < 0.1% |
| 46.11891338 | 1 | < 0.1% |
| 43.6189317 | 1 | < 0.1% |
| 43.56424789 | 1 | < 0.1% |
| Other values (28178) | 28178 | |
| (Missing) | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.167151021 | 1 | |
| 3.282993896 | 1 | |
| 3.472512809 | 1 | |
| 3.537431034 | 1 | |
| 3.568055439 | 1 | |
| 3.778911285 | 1 | |
| 3.791511509 | 1 | |
| 4.105050044 | 1 | |
| 4.138098316 | 1 | |
| 4.203234849 | 1 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 49.94570021 | 1 | |
| 49.84429924 | 1 | |
| 49.83606572 | 1 | |
| 49.82679657 | 1 | |
| 49.81755142 | 1 | |
| 49.81581512 | 1 | |
| 49.81247126 | 1 | |
| 49.74144995 | 1 | |
| 49.73921689 | 1 |
| Distinct | 27660 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 24 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1710.819803 |
| Minimum | 500 |
|---|---|
| Maximum | 3000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 617.5541411 |
| Q1 | 870.3402385 |
| median | 2031.84954 |
| Q3 | 2462.585729 |
| 95-th percentile | 2886.182951 |
| Maximum | 3000 |
| Range | 2500 |
| Interquartile range (IQR) | 1592.24549 |
Descriptive statistics
| Standard deviation | 827.2055367 |
|---|---|
| Coefficient of variation (CV) | 0.483514123 |
| Kurtosis | -1.612981589 |
| Mean | 1710.819803 |
| Median Absolute Deviation (MAD) | 843.2315225 |
| Skewness | 0.03425751523 |
| Sum | 48204058.77 |
| Variance | 684269 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 500 | 306 | 1.1% |
| 1001 | 212 | 0.8% |
| 2093.438312 | 1 | < 0.1% |
| 540.2285428 | 1 | < 0.1% |
| 2096.80119 | 1 | < 0.1% |
| 761.3230227 | 1 | < 0.1% |
| 2164.062892 | 1 | < 0.1% |
| 2684.418256 | 1 | < 0.1% |
| 876.5527567 | 1 | < 0.1% |
| 2746.156658 | 1 | < 0.1% |
| Other values (27650) | 27650 | |
| (Missing) | 24 | 0.1% |
| Value | Count | Frequency (%) |
| 500 | 306 | |
| 500.0908101 | 1 | < 0.1% |
| 500.10939 | 1 | < 0.1% |
| 500.1236527 | 1 | < 0.1% |
| 500.1259891 | 1 | < 0.1% |
| 500.1324533 | 1 | < 0.1% |
| 500.1547937 | 1 | < 0.1% |
| 500.1640179 | 1 | < 0.1% |
| 500.175744 | 1 | < 0.1% |
| 500.1823596 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3000 | 1 | |
| 2992.737332 | 1 | |
| 2992.384328 | 1 | |
| 2990.538307 | 1 | |
| 2989.188415 | 1 | |
| 2987.745846 | 1 | |
| 2987.727252 | 1 | |
| 2987.58897 | 1 | |
| 2987.126798 | 1 | |
| 2985.664017 | 1 |
| Distinct | 28187 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 12 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.02785702 |
| Minimum | 33.89377879 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | 33.89377879 |
|---|---|
| 5-th percentile | 37.40261984 |
| Q1 | 41.19850943 |
| median | 70.72953276 |
| Q3 | 78.94584865 |
| 95-th percentile | 93.91805674 |
| Maximum | 100 |
| Range | 66.10622121 |
| Interquartile range (IQR) | 37.74733922 |
Descriptive statistics
| Standard deviation | 19.81649949 |
|---|---|
| Coefficient of variation (CV) | 0.3047386213 |
| Kurtosis | -1.369991071 |
| Mean | 65.02785702 |
| Median Absolute Deviation (MAD) | 17.26340135 |
| Skewness | -0.1908094021 |
| Sum | 1833005.234 |
| Variance | 392.6936522 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 2 | < 0.1% |
| 95.32927993 | 1 | < 0.1% |
| 76.28244385 | 1 | < 0.1% |
| 94.50296543 | 1 | < 0.1% |
| 36.82574335 | 1 | < 0.1% |
| 84.36310974 | 1 | < 0.1% |
| 38.86945529 | 1 | < 0.1% |
| 37.94802114 | 1 | < 0.1% |
| 40.5136766 | 1 | < 0.1% |
| 37.1002434 | 1 | < 0.1% |
| Other values (28177) | 28177 | |
| (Missing) | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 33.89377879 | 1 | |
| 33.92289925 | 1 | |
| 33.92494355 | 1 | |
| 33.92795489 | 1 | |
| 33.93688909 | 1 | |
| 33.9462632 | 1 | |
| 33.95281803 | 1 | |
| 33.95961 | 1 | |
| 34.00620617 | 1 | |
| 34.01213645 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 99.73494076 | 1 | |
| 99.52080602 | 1 | |
| 99.51450453 | 1 | |
| 99.33659699 | 1 | |
| 99.22236155 | 1 | |
| 99.17120051 | 1 | |
| 99.10044506 | 1 | |
| 99.05374751 | 1 | |
| 99.02963663 | 1 |
| Distinct | 25492 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 2707 |
| Missing (%) | 9.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53185.06488 |
| Minimum | -1188624.131 |
|---|---|
| Maximum | 1272551.895 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3282 |
| Negative (%) | 11.6% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -1188624.131 |
|---|---|
| 5-th percentile | -291773.9606 |
| Q1 | 16794.92149 |
| median | 18191.12587 |
| Q3 | 118113.2898 |
| 95-th percentile | 396465.2987 |
| Maximum | 1272551.895 |
| Range | 2461176.027 |
| Interquartile range (IQR) | 101318.3683 |
Descriptive statistics
| Standard deviation | 187503.6156 |
|---|---|
| Coefficient of variation (CV) | 3.525493784 |
| Kurtosis | 4.479877501 |
| Mean | 53185.06488 |
| Median Absolute Deviation (MAD) | 89036.04864 |
| Skewness | 0.05667093205 |
| Sum | 1355846859 |
| Variance | 3.515760588 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15000 | 2 | < 0.1% |
| 16925.80311 | 1 | < 0.1% |
| 17903.77211 | 1 | < 0.1% |
| 175905.0546 | 1 | < 0.1% |
| -66607.18714 | 1 | < 0.1% |
| 129081.0666 | 1 | < 0.1% |
| 17321.3314 | 1 | < 0.1% |
| 18544.17701 | 1 | < 0.1% |
| 116548.482 | 1 | < 0.1% |
| 16621.8834 | 1 | < 0.1% |
| Other values (25482) | 25482 | |
| (Missing) | 2707 | 9.6% |
| Value | Count | Frequency (%) |
| -1188624.131 | 1 | |
| -1021641.599 | 1 | |
| -1019257.164 | 1 | |
| -1010616.308 | 1 | |
| -1010037.08 | 1 | |
| -962090.5599 | 1 | |
| -952409.5623 | 1 | |
| -925996.2062 | 1 | |
| -916586.0077 | 1 | |
| -914153.8817 | 1 |
| Value | Count | Frequency (%) |
| 1272551.895 | 1 | |
| 1265097.692 | 1 | |
| 1205423.99 | 1 | |
| 1187983.533 | 1 | |
| 1182842.732 | 1 | |
| 1135375.716 | 1 | |
| 1123587.911 | 1 | |
| 1114198.172 | 1 | |
| 1105042.399 | 1 | |
| 1093598.165 | 1 |
area_temperature(°C)
Real number (ℝ)
| Distinct | 28170 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.735091 |
| Minimum | -30 |
|---|---|
| Maximum | 55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 39 |
| Negative (%) | 0.1% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -30 |
|---|---|
| 5-th percentile | 21.53422511 |
| Q1 | 27.31164381 |
| median | 32.60519501 |
| Q3 | 38.23238673 |
| 95-th percentile | 45.08603044 |
| Maximum | 55 |
| Range | 85 |
| Interquartile range (IQR) | 10.92074292 |
Descriptive statistics
| Standard deviation | 7.70339096 |
|---|---|
| Coefficient of variation (CV) | 0.2353251732 |
| Kurtosis | 4.436514479 |
| Mean | 32.735091 |
| Median Absolute Deviation (MAD) | 5.449118132 |
| Skewness | -0.6254243112 |
| Sum | 923129.5663 |
| Variance | 59.34223228 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -30 | 31 | 0.1% |
| 30.33429623 | 1 | < 0.1% |
| 18.60074045 | 1 | < 0.1% |
| 38.42026036 | 1 | < 0.1% |
| 28.07363756 | 1 | < 0.1% |
| 45.32013457 | 1 | < 0.1% |
| 41.75134172 | 1 | < 0.1% |
| 37.06257063 | 1 | < 0.1% |
| 22.70338885 | 1 | < 0.1% |
| 34.18945306 | 1 | < 0.1% |
| Other values (28160) | 28160 |
| Value | Count | Frequency (%) |
| -30 | 31 | |
| -24.96294909 | 1 | < 0.1% |
| -20.77581285 | 1 | < 0.1% |
| -16.11030544 | 1 | < 0.1% |
| -7.473661188 | 1 | < 0.1% |
| -6.858997714 | 1 | < 0.1% |
| -3.754995435 | 1 | < 0.1% |
| -0.5795874579 | 1 | < 0.1% |
| -0.4258384779 | 1 | < 0.1% |
| 0.4197413128 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55 | 1 | |
| 54.85312721 | 1 | |
| 54.70928563 | 1 | |
| 54.10713965 | 1 | |
| 53.90802656 | 1 | |
| 53.64172732 | 1 | |
| 53.27180696 | 1 | |
| 53.23789796 | 1 | |
| 53.16332252 | 1 | |
| 53.12329824 | 1 |
| Distinct | 21893 |
|---|---|
| Distinct (%) | 84.7% |
| Missing | 2363 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.79976057 |
| Minimum | -999 |
|---|---|
| Maximum | 323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4662 |
| Negative (%) | 16.5% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | -99 |
| Q1 | 40.44838554 |
| median | 42.78683182 |
| Q3 | 44.49454294 |
| 95-th percentile | 48.45719436 |
| Maximum | 323 |
| Range | 1322 |
| Interquartile range (IQR) | 4.046157401 |
Descriptive statistics
| Standard deviation | 54.35643133 |
|---|---|
| Coefficient of variation (CV) | 2.61332005 |
| Kurtosis | 15.19760084 |
| Mean | 20.79976057 |
| Median Absolute Deviation (MAD) | 1.905431183 |
| Skewness | -2.236832172 |
| Sum | 537403.4138 |
| Variance | 2954.621626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 3926 | 13.9% |
| 30 | 12 | < 0.1% |
| -5 | 7 | < 0.1% |
| -999 | 3 | < 0.1% |
| 47.68857478 | 1 | < 0.1% |
| -6.022287833 | 1 | < 0.1% |
| 8.361779575 | 1 | < 0.1% |
| 43.55294376 | 1 | < 0.1% |
| 46.99852347 | 1 | < 0.1% |
| 43.249268 | 1 | < 0.1% |
| Other values (21883) | 21883 | |
| (Missing) | 2363 | 8.4% |
| Value | Count | Frequency (%) |
| -999 | 3 | < 0.1% |
| -100.2688756 | 1 | < 0.1% |
| -99 | 3926 | |
| -72.26550484 | 1 | < 0.1% |
| -70.80879441 | 1 | < 0.1% |
| -68.95221428 | 1 | < 0.1% |
| -67.83613011 | 1 | < 0.1% |
| -67.63420811 | 1 | < 0.1% |
| -67.54871309 | 1 | < 0.1% |
| -64.73431588 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 323 | 1 | |
| 160.293271 | 1 | |
| 158.2237161 | 1 | |
| 152.606752 | 1 | |
| 151.4673752 | 1 | |
| 151.1724419 | 1 | |
| 145.1459787 | 1 | |
| 143.0183029 | 1 | |
| 142.1149662 | 1 | |
| 141.0579566 | 1 |
| Distinct | 22984 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 5103 |
| Missing (%) | 18.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 306.888883 |
| Minimum | 0 |
|---|---|
| Maximum | 569.9664788 |
| Zeros | 114 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 54.31054547 |
| Q1 | 238.6277523 |
| median | 271.4276556 |
| Q3 | 404.1535172 |
| 95-th percentile | 532.6099781 |
| Maximum | 569.9664788 |
| Range | 569.9664788 |
| Interquartile range (IQR) | 165.5257649 |
Descriptive statistics
| Standard deviation | 134.0559003 |
|---|---|
| Coefficient of variation (CV) | 0.4368222759 |
| Kurtosis | -0.3182066048 |
| Mean | 306.888883 |
| Median Absolute Deviation (MAD) | 47.43804242 |
| Skewness | 0.1719416134 |
| Sum | 7088212.53 |
| Variance | 17970.98441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 114 | 0.4% |
| 290.8192531 | 1 | < 0.1% |
| 524.0908537 | 1 | < 0.1% |
| 535.7150096 | 1 | < 0.1% |
| 235.785874 | 1 | < 0.1% |
| 327.9146502 | 1 | < 0.1% |
| 232.3679479 | 1 | < 0.1% |
| 489.044753 | 1 | < 0.1% |
| 468.4950106 | 1 | < 0.1% |
| 290.2501151 | 1 | < 0.1% |
| Other values (22974) | 22974 | |
| (Missing) | 5103 | 18.1% |
| Value | Count | Frequency (%) |
| 0 | 114 | |
| 0.782832502 | 1 | < 0.1% |
| 0.9111314705 | 1 | < 0.1% |
| 1.723958823 | 1 | < 0.1% |
| 1.794628479 | 1 | < 0.1% |
| 1.805685491 | 1 | < 0.1% |
| 1.946548582 | 1 | < 0.1% |
| 2.056508582 | 1 | < 0.1% |
| 2.140629227 | 1 | < 0.1% |
| 2.147377189 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 569.9664788 | 1 | |
| 569.879236 | 1 | |
| 569.8682998 | 1 | |
| 569.2928645 | 1 | |
| 568.8889251 | 1 | |
| 568.8654776 | 1 | |
| 568.5048979 | 1 | |
| 568.2804165 | 1 | |
| 567.1502374 | 1 | |
| 567.0560563 | 1 |
resistance(ohm)
Real number (ℝ)
| Distinct | 27365 |
|---|---|
| Distinct (%) | 97.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1575.560011 |
| Minimum | -1005.222988 |
|---|---|
| Maximum | 4693.481933 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 616 |
| Negative (%) | 2.2% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -1005.222988 |
|---|---|
| 5-th percentile | 750.3534087 |
| Q1 | 1268.134043 |
| median | 1678.238404 |
| Q3 | 1829.054007 |
| 95-th percentile | 1991.922098 |
| Maximum | 4693.481933 |
| Range | 5698.704921 |
| Interquartile range (IQR) | 560.9199639 |
Descriptive statistics
| Standard deviation | 483.3263944 |
|---|---|
| Coefficient of variation (CV) | 0.306764827 |
| Kurtosis | 3.738642985 |
| Mean | 1575.560011 |
| Median Absolute Deviation (MAD) | 257.0085571 |
| Skewness | -0.6978086536 |
| Sum | 44429216.76 |
| Variance | 233604.4035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 558 | 2.0% |
| 1172.554732 | 198 | 0.7% |
| 1672.554732 | 81 | 0.3% |
| 1280.914812 | 1 | < 0.1% |
| 1655.810082 | 1 | < 0.1% |
| 1362.799606 | 1 | < 0.1% |
| 1978.744092 | 1 | < 0.1% |
| 1489.526389 | 1 | < 0.1% |
| 1838.103521 | 1 | < 0.1% |
| 1163.908587 | 1 | < 0.1% |
| Other values (27355) | 27355 |
| Value | Count | Frequency (%) |
| -1005.222988 | 1 | |
| -825.1568182 | 1 | |
| -821.5949749 | 1 | |
| -814.490238 | 1 | |
| -781.6710998 | 1 | |
| -763.2128689 | 1 | |
| -717.9608487 | 1 | |
| -630.7596794 | 1 | |
| -630.1418401 | 1 | |
| -565.8903901 | 1 |
| Value | Count | Frequency (%) |
| 4693.481933 | 1 | |
| 4389.365064 | 1 | |
| 4327.117453 | 1 | |
| 4304.525934 | 1 | |
| 4295.63407 | 1 | |
| 4187.014584 | 1 | |
| 4150.267159 | 1 | |
| 4131.615761 | 1 | |
| 4120.669249 | 1 | |
| 4050.29201 | 1 |
| Distinct | 25945 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 572 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.84989405 |
| Minimum | -136.7322169 |
|---|---|
| Maximum | 236.8832642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2437 |
| Negative (%) | 8.6% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -136.7322169 |
|---|---|
| 5-th percentile | -34.51517149 |
| Q1 | 13.72280757 |
| median | 32.97719178 |
| Q3 | 41.55051976 |
| 95-th percentile | 75.51415065 |
| Maximum | 236.8832642 |
| Range | 373.6154811 |
| Interquartile range (IQR) | 27.8277122 |
Descriptive statistics
| Standard deviation | 32.42394292 |
|---|---|
| Coefficient of variation (CV) | 1.254316279 |
| Kurtosis | 5.190170929 |
| Mean | 25.84989405 |
| Median Absolute Deviation (MAD) | 13.61863893 |
| Skewness | -1.030947446 |
| Sum | 714180.8728 |
| Variance | 1051.312074 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 571 | 2.0% |
| 20 | 334 | 1.2% |
| 21.14181606 | 317 | 1.1% |
| 5 | 242 | 0.9% |
| 5.570908032 | 224 | 0.8% |
| 34.20707462 | 1 | < 0.1% |
| 33.52616981 | 1 | < 0.1% |
| 41.17236154 | 1 | < 0.1% |
| 43.9990801 | 1 | < 0.1% |
| 34.50815692 | 1 | < 0.1% |
| Other values (25935) | 25935 | |
| (Missing) | 572 | 2.0% |
| Value | Count | Frequency (%) |
| -136.7322169 | 1 | |
| -134.9030992 | 1 | |
| -134.3422591 | 1 | |
| -130.7785732 | 1 | |
| -129.9126308 | 1 | |
| -127.2231993 | 1 | |
| -124.5070282 | 1 | |
| -120.9118882 | 1 | |
| -120.6007984 | 1 | |
| -119.2104264 | 1 |
| Value | Count | Frequency (%) |
| 236.8832642 | 1 | |
| 208.3201757 | 1 | |
| 192.6257984 | 1 | |
| 189.1117899 | 1 | |
| 187.1577121 | 1 | |
| 184.6939501 | 1 | |
| 176.5325279 | 1 | |
| 175.9005218 | 1 | |
| 174.5837645 | 1 | |
| 174.2877434 | 1 |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1759 |
| Missing (%) | 6.2% |
| Memory size | 1.8 MiB |
| BB | |
|---|---|
| AAA | |
| BCB | |
| B2 | |
| A | |
| Other values (9) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.069059415 |
| Min length | 1 |
Characters and Unicode
| Total characters | 54708 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BA |
|---|---|
| 2nd row | A2 |
| 3rd row | ABC |
| 4th row | ABC |
| 5th row | AAA |
| Value | Count | Frequency (%) |
| BB | 1946 | 6.9% |
| AAA | 1939 | 6.9% |
| BCB | 1933 | 6.9% |
| B2 | 1931 | 6.8% |
| A | 1930 | 6.8% |
| D | 1922 | 6.8% |
| B | 1882 | 6.7% |
| AB | 1868 | 6.6% |
| ABC | 1867 | 6.6% |
| A2 | 1855 | 6.6% |
| Other values (4) | 7368 |
| Value | Count | Frequency (%) |
| bb | 1946 | 7.4% |
| aaa | 1939 | 7.3% |
| bcb | 1933 | 7.3% |
| b2 | 1931 | 7.3% |
| a | 1930 | 7.3% |
| d | 1922 | 7.3% |
| b | 1882 | 7.1% |
| ab | 1868 | 7.1% |
| abc | 1867 | 7.1% |
| a2 | 1855 | 7.0% |
| Other values (4) | 7368 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 10.3% |
| 2 | 3786 | 6.9% |
| D | 3765 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 50922 | |
| Decimal Number | 3786 | 6.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 11.1% |
| D | 3765 | 7.4% |
| Value | Count | Frequency (%) |
| 2 | 3786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50922 | |
| Common | 3786 | 6.9% |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 11.1% |
| D | 3765 | 7.4% |
| Value | Count | Frequency (%) |
| 2 | 3786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54708 |
Most frequent character per block
| Value | Count | Frequency (%) |
| B | 24466 | |
| A | 17041 | |
| C | 5650 | 10.3% |
| 2 | 3786 | 6.9% |
| D | 3765 | 6.9% |
cloud_level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 276 |
| Missing (%) | 1.0% |
| Memory size | 1.9 MiB |
| Low | |
|---|---|
| Medium | |
| Extremely Low | 299 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 4.579358258 |
| Min length | 3 |
Characters and Unicode
| Total characters | 127874 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Medium |
| 3rd row | Medium |
| 4th row | Medium |
| 5th row | Low |
| Value | Count | Frequency (%) |
| Low | 13921 | |
| Medium | 13704 | |
| Extremely Low | 299 | 1.1% |
| (Missing) | 276 | 1.0% |
| Value | Count | Frequency (%) |
| low | 14220 | |
| medium | 13704 | |
| extremely | 299 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14302 | |
| L | 14220 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| M | 13704 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| E | 299 | 0.2% |
| Other values (6) | 1794 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 99352 | |
| Uppercase Letter | 28223 | 22.1% |
| Space Separator | 299 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 14302 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| x | 299 | 0.3% |
| t | 299 | 0.3% |
| r | 299 | 0.3% |
| Other values (2) | 598 | 0.6% |
| Value | Count | Frequency (%) |
| L | 14220 | |
| M | 13704 | |
| E | 299 | 1.1% |
| Value | Count | Frequency (%) |
| 299 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127575 | |
| Common | 299 | 0.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 14302 | |
| L | 14220 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| M | 13704 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| E | 299 | 0.2% |
| Other values (5) | 1495 | 1.2% |
| Value | Count | Frequency (%) |
| 299 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 127874 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 14302 | |
| L | 14220 | |
| o | 14220 | |
| w | 14220 | |
| m | 14003 | |
| M | 13704 | |
| d | 13704 | |
| i | 13704 | |
| u | 13704 | |
| E | 299 | 0.2% |
| Other values (6) | 1794 | 1.4% |
| Distinct | 22833 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 5093 |
| Missing (%) | 18.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.254034285 |
| Minimum | -99 |
|---|---|
| Maximum | 18.20980014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1441 |
| Negative (%) | 5.1% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -99 |
|---|---|
| 5-th percentile | -0.5880672138 |
| Q1 | 2.544858676 |
| median | 3.453333244 |
| Q3 | 4.357862443 |
| 95-th percentile | 6.937745799 |
| Maximum | 18.20980014 |
| Range | 117.2098001 |
| Interquartile range (IQR) | 1.813003767 |
Descriptive statistics
| Standard deviation | 11.27560208 |
|---|---|
| Coefficient of variation (CV) | 5.002409305 |
| Kurtosis | 74.42047689 |
| Mean | 2.254034285 |
| Median Absolute Deviation (MAD) | 0.9063817367 |
| Skewness | -8.60835754 |
| Sum | 52083.97023 |
| Variance | 127.1392024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99 | 275 | 1.0% |
| 0.3605711154 | 1 | < 0.1% |
| 2.934283167 | 1 | < 0.1% |
| 2.622253359 | 1 | < 0.1% |
| 3.251118148 | 1 | < 0.1% |
| 3.925760433 | 1 | < 0.1% |
| 2.856647748 | 1 | < 0.1% |
| 3.843704425 | 1 | < 0.1% |
| 3.871745738 | 1 | < 0.1% |
| 4.071099284 | 1 | < 0.1% |
| Other values (22823) | 22823 | |
| (Missing) | 5093 | 18.1% |
| Value | Count | Frequency (%) |
| -99 | 275 | |
| -8.253477801 | 1 | < 0.1% |
| -7.624633073 | 1 | < 0.1% |
| -7.538948621 | 1 | < 0.1% |
| -7.536253236 | 1 | < 0.1% |
| -7.219581046 | 1 | < 0.1% |
| -7.192045258 | 1 | < 0.1% |
| -7.100171412 | 1 | < 0.1% |
| -7.091609311 | 1 | < 0.1% |
| -6.944512936 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.20980014 | 1 | |
| 16.39279475 | 1 | |
| 15.8886668 | 1 | |
| 15.69148925 | 1 | |
| 15.21518982 | 1 | |
| 14.91905358 | 1 | |
| 13.91299359 | 1 | |
| 13.90801917 | 1 | |
| 13.88855651 | 1 | |
| 13.83555132 | 1 |
| Distinct | 28200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3972487151 |
| Minimum | 0.2001109965 |
|---|---|
| Maximum | 0.4999752685 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | 0.2001109965 |
|---|---|
| 5-th percentile | 0.3057614748 |
| Q1 | 0.3474450578 |
| median | 0.3985910349 |
| Q3 | 0.4493544961 |
| 95-th percentile | 0.4898062667 |
| Maximum | 0.4999752685 |
| Range | 0.299864272 |
| Interquartile range (IQR) | 0.1019094383 |
Descriptive statistics
| Standard deviation | 0.06115832915 |
|---|---|
| Coefficient of variation (CV) | 0.1539547563 |
| Kurtosis | -0.7409660378 |
| Mean | 0.3972487151 |
| Median Absolute Deviation (MAD) | 0.05099301237 |
| Skewness | -0.1934013189 |
| Sum | 11202.41377 |
| Variance | 0.003740341224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3198084624 | 1 | < 0.1% |
| 0.4760574784 | 1 | < 0.1% |
| 0.4889425029 | 1 | < 0.1% |
| 0.4686412498 | 1 | < 0.1% |
| 0.3699045144 | 1 | < 0.1% |
| 0.4643412414 | 1 | < 0.1% |
| 0.3137849449 | 1 | < 0.1% |
| 0.4683523398 | 1 | < 0.1% |
| 0.4290385944 | 1 | < 0.1% |
| 0.4264285829 | 1 | < 0.1% |
| Other values (28190) | 28190 |
| Value | Count | Frequency (%) |
| 0.2001109965 | 1 | |
| 0.2006787452 | 1 | |
| 0.2008081334 | 1 | |
| 0.2016219972 | 1 | |
| 0.2016267628 | 1 | |
| 0.2016990017 | 1 | |
| 0.2018582054 | 1 | |
| 0.2024768285 | 1 | |
| 0.2025600919 | 1 | |
| 0.2027508279 | 1 |
| Value | Count | Frequency (%) |
| 0.4999752685 | 1 | |
| 0.4999563119 | 1 | |
| 0.4999553959 | 1 | |
| 0.4999552337 | 1 | |
| 0.4999437506 | 1 | |
| 0.4999414096 | 1 | |
| 0.4999286256 | 1 | |
| 0.4999093262 | 1 | |
| 0.4999089142 | 1 | |
| 0.499892128 | 1 |
| Distinct | 27657 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 543 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.88705208 |
| Minimum | -30.29525292 |
|---|---|
| Maximum | 78.35133528 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 149 |
| Negative (%) | 0.5% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | -30.29525292 |
|---|---|
| 5-th percentile | 11.58236226 |
| Q1 | 24.4476578 |
| median | 25.95773932 |
| Q3 | 27.4778543 |
| 95-th percentile | 40.35738287 |
| Maximum | 78.35133528 |
| Range | 108.6465882 |
| Interquartile range (IQR) | 3.030196501 |
Descriptive statistics
| Standard deviation | 7.773608982 |
|---|---|
| Coefficient of variation (CV) | 0.3002894636 |
| Kurtosis | 4.514326981 |
| Mean | 25.88705208 |
| Median Absolute Deviation (MAD) | 1.514542357 |
| Skewness | -0.1132801349 |
| Sum | 715958.1993 |
| Variance | 60.4289966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.20246671 | 1 | < 0.1% |
| 31.59146819 | 1 | < 0.1% |
| 43.75719572 | 1 | < 0.1% |
| 4.519269249 | 1 | < 0.1% |
| 24.97785341 | 1 | < 0.1% |
| 21.54430453 | 1 | < 0.1% |
| 19.66907192 | 1 | < 0.1% |
| 24.50347574 | 1 | < 0.1% |
| 24.35105015 | 1 | < 0.1% |
| 26.1884324 | 1 | < 0.1% |
| Other values (27647) | 27647 | |
| (Missing) | 543 | 1.9% |
| Value | Count | Frequency (%) |
| -30.29525292 | 1 | |
| -20.91863575 | 1 | |
| -19.33419269 | 1 | |
| -18.4397337 | 1 | |
| -18.21645645 | 1 | |
| -17.48041945 | 1 | |
| -17.10268626 | 1 | |
| -17.03202204 | 1 | |
| -16.3026199 | 1 | |
| -16.21053862 | 1 |
| Value | Count | Frequency (%) |
| 78.35133528 | 1 | |
| 71.00520433 | 1 | |
| 69.92471772 | 1 | |
| 69.87290299 | 1 | |
| 68.95570753 | 1 | |
| 67.69536211 | 1 | |
| 67.04473569 | 1 | |
| 66.0622979 | 1 | |
| 65.71912599 | 1 | |
| 65.23024386 | 1 |
windmill_generated_power(kW/h)
Real number (ℝ≥0)
| Distinct | 27988 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 207 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.130529296 |
| Minimum | 0.9623049455 |
|---|---|
| Maximum | 20.17535792 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 440.6 KiB |
Quantile statistics
| Minimum | 0.9623049455 |
|---|---|
| 5-th percentile | 2.409117891 |
| Q1 | 4.059505444 |
| median | 5.764710347 |
| Q3 | 7.94719459 |
| 95-th percentile | 10.91447972 |
| Maximum | 20.17535792 |
| Range | 19.21305297 |
| Interquartile range (IQR) | 3.887689146 |
Descriptive statistics
| Standard deviation | 2.697520359 |
|---|---|
| Coefficient of variation (CV) | 0.4400142677 |
| Kurtosis | 0.4370431408 |
| Mean | 6.130529296 |
| Median Absolute Deviation (MAD) | 1.913920779 |
| Skewness | 0.6889352977 |
| Sum | 171611.9066 |
| Variance | 7.276616088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.6718 | 2 | < 0.1% |
| 1.3616999 | 2 | < 0.1% |
| 3.088373537 | 2 | < 0.1% |
| 4.5167 | 2 | < 0.1% |
| 2.8142 | 2 | < 0.1% |
| 2.16017488 | 1 | < 0.1% |
| 5.200778732 | 1 | < 0.1% |
| 7.384321867 | 1 | < 0.1% |
| 9.705070714 | 1 | < 0.1% |
| 3.27375983 | 1 | < 0.1% |
| Other values (27978) | 27978 | |
| (Missing) | 207 | 0.7% |
| Value | Count | Frequency (%) |
| 0.9623049455 | 1 | |
| 0.9802399545 | 1 | |
| 1.000244378 | 1 | |
| 1.00773494 | 1 | |
| 1.028254936 | 1 | |
| 1.030446603 | 1 | |
| 1.045973629 | 1 | |
| 1.050784135 | 1 | |
| 1.063274913 | 1 | |
| 1.066878877 | 1 |
| Value | Count | Frequency (%) |
| 20.17535792 | 1 | |
| 20.12793935 | 1 | |
| 19.9989395 | 1 | |
| 19.94138874 | 1 | |
| 19.31291405 | 1 | |
| 19.0634092 | 1 | |
| 18.98303925 | 1 | |
| 18.69422425 | 1 | |
| 18.6151785 | 1 | |
| 18.0758194 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| tracking_id | datetime | wind_speed(m/s) | atmospheric_temperature(°C) | shaft_temperature(°C) | blades_angle(°) | gearbox_temperature(°C) | engine_temperature(°C) | motor_torque(N-m) | generator_temperature(°C) | atmospheric_pressure(Pascal) | area_temperature(°C) | windmill_body_temperature(°C) | wind_direction(°) | resistance(ohm) | rotor_torque(N-m) | turbine_status | cloud_level | blade_length(m) | blade_breadth(m) | windmill_height(m) | windmill_generated_power(kW/h) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | WM_33725 | 2019-08-04 14:33:20 | 94.82 | -99.00 | 41.72 | -0.90 | 82.41 | 42.52 | 2563.12 | 76.67 | 103402.96 | 26.90 | nan | 239.84 | 2730.31 | 42.08 | BA | Medium | 2.22 | 0.31 | 24.28 | 6.77 |
| 1 | WM_698 | 2018-11-05 10:13:20 | 241.83 | 27.76 | -99.00 | -99.00 | 44.10 | 46.26 | 2372.38 | 78.13 | 17030.90 | 39.80 | nan | 337.94 | 1780.21 | 107.89 | A2 | Medium | 4.21 | 0.45 | 27.26 | 5.97 |
| 2 | WM_39146 | 2019-09-14 14:03:20 | 95.48 | nan | 41.86 | 12.65 | 42.32 | 42.88 | 1657.17 | 67.65 | 16125.93 | 36.12 | 45.03 | 227.85 | 1666.05 | -42.93 | ABC | Medium | 2.72 | 0.30 | 27.37 | 2.87 |
| 3 | WM_6757 | 2018-12-25 15:33:20 | 238.82 | -99.00 | 45.44 | 15.12 | 44.76 | 47.28 | 2888.13 | 95.39 | 18689.73 | 46.02 | 44.83 | 492.08 | 1964.50 | 42.74 | ABC | NaN | 4.86 | 0.37 | 24.29 | 14.85 |
| 4 | WM_21521 | 2019-05-04 03:13:20 | 10.72 | nan | 41.98 | 1.72 | -17.62 | 43.47 | 781.70 | 37.42 | 114468.17 | 34.57 | -99.00 | 259.27 | 1177.52 | 13.39 | AAA | Medium | nan | 0.45 | 27.97 | 3.52 |
| 5 | WM_17873 | 2019-03-22 21:03:20 | 93.77 | 30.33 | 17.97 | -99.00 | 43.82 | 40.82 | 2119.35 | 72.35 | nan | 35.32 | 101.38 | nan | 1715.24 | 97.75 | ABC | Low | 2.50 | 0.40 | 24.67 | 4.95 |
| 6 | WM_19873 | 2019-04-17 18:33:20 | 16.03 | -99.00 | 44.07 | -0.20 | 41.68 | 43.38 | 778.11 | 40.28 | 121813.38 | 33.85 | 43.01 | 528.00 | 1222.93 | 11.81 | BD | Low | 2.92 | 0.45 | 33.59 | 5.09 |
| 7 | WM_30330 | 2019-07-08 21:03:20 | 48.74 | 12.72 | 43.22 | -99.00 | -48.41 | 44.13 | 980.99 | 43.69 | 120923.02 | 30.55 | -99.00 | nan | 1177.64 | 18.38 | BA | Low | 2.94 | 0.35 | 29.94 | 8.54 |
| 8 | WM_26069 | 2019-06-07 17:53:20 | 47.08 | -99.00 | -33.61 | -99.00 | 43.06 | 45.25 | 957.58 | 41.61 | 119628.96 | 26.17 | 43.22 | 281.37 | -99.00 | 19.49 | ABC | Low | 1.65 | 0.30 | 46.73 | 8.74 |
| 9 | WM_28915 | 2019-06-28 16:13:20 | 283.79 | 18.89 | 41.69 | 52.34 | -62.72 | 41.88 | 1042.09 | 65.28 | 16160.28 | 29.38 | -99.00 | 352.27 | 1662.08 | 20.10 | AC | Extremely Low | 1.06 | 0.20 | 24.32 | 1.95 |
Last rows
| tracking_id | datetime | wind_speed(m/s) | atmospheric_temperature(°C) | shaft_temperature(°C) | blades_angle(°) | gearbox_temperature(°C) | engine_temperature(°C) | motor_torque(N-m) | generator_temperature(°C) | atmospheric_pressure(Pascal) | area_temperature(°C) | windmill_body_temperature(°C) | wind_direction(°) | resistance(ohm) | rotor_torque(N-m) | turbine_status | cloud_level | blade_length(m) | blade_breadth(m) | windmill_height(m) | windmill_generated_power(kW/h) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28190 | WM_31229 | 2019-07-15 07:23:20 | -139.75 | 3.90 | 19.27 | -1.24 | 13.64 | 15.80 | 796.85 | 39.07 | 118873.56 | 24.43 | nan | nan | 1265.29 | 14.16 | AAA | Low | 4.36 | 0.48 | 17.54 | 6.20 |
| 28191 | WM_7752 | 2019-01-01 16:23:20 | 96.30 | -99.00 | 48.10 | 7.68 | 46.84 | 45.22 | 2800.78 | 97.85 | 19156.69 | 41.47 | -99.00 | 513.11 | 893.85 | 47.96 | B2 | Medium | nan | 0.32 | 2.35 | 10.39 |
| 28192 | WM_20610 | 2019-04-27 01:03:20 | 20.18 | 7.01 | 43.90 | -99.00 | 43.22 | 45.32 | 845.40 | 40.17 | 120708.87 | 31.26 | 78.76 | 273.86 | 1272.38 | 15.57 | BB | Low | 2.27 | 0.48 | 25.37 | 6.45 |
| 28193 | WM_32913 | 2019-07-29 19:43:20 | 95.03 | 28.05 | 45.41 | -1.15 | 45.57 | 43.22 | 2389.30 | 75.38 | 17735.59 | 33.78 | 44.54 | 247.45 | 1776.52 | -99.00 | AB | Medium | 2.42 | 0.40 | 33.46 | 6.68 |
| 28194 | WM_21441 | 2019-05-02 21:53:20 | 13.10 | 9.94 | 42.09 | 72.51 | 39.91 | 43.28 | 757.16 | 38.28 | 116089.70 | 37.79 | 2.41 | 144.58 | 1196.74 | 13.38 | BD | Medium | nan | 0.35 | 24.29 | 4.19 |
| 28195 | WM_7814 | 2019-01-02 02:43:20 | 94.77 | 23.58 | 45.40 | 5.38 | -1.09 | 48.53 | 2791.60 | 90.90 | 19428.73 | 45.43 | 44.24 | 536.15 | 1980.86 | 45.91 | BB | Medium | 2.77 | 0.42 | 24.59 | 9.59 |
| 28196 | WM_32512 | 2019-07-26 12:53:20 | 94.20 | 24.03 | 42.07 | -99.00 | 44.29 | 43.49 | 2207.88 | 72.24 | 16596.49 | 25.14 | 43.62 | 354.24 | 1712.84 | 36.97 | BB | Low | -3.25 | 0.46 | 26.05 | 4.52 |
| 28197 | WM_5193 | 2018-12-12 02:13:20 | 94.16 | 28.67 | 45.00 | 9.55 | 49.38 | 44.04 | 2801.66 | 94.81 | 19083.88 | 45.13 | 43.58 | 534.21 | 1951.73 | 88.32 | D | Medium | nan | 0.38 | 28.53 | 11.10 |
| 28198 | WM_12173 | 2019-02-03 19:13:20 | 95.43 | 26.56 | 48.03 | 3.05 | 81.44 | 44.82 | 2760.65 | 90.14 | 18360.79 | 45.60 | 44.97 | 568.50 | 1968.92 | 47.56 | BCB | Low | 3.00 | 0.35 | 47.75 | 9.37 |
| 28199 | WM_33004 | 2019-07-30 11:43:20 | 43.56 | 18.72 | 9.22 | 2.59 | 40.26 | 40.90 | 2015.98 | 69.04 | -256507.55 | 22.41 | 44.10 | 320.50 | 1666.53 | -8.93 | BBB | Low | nan | 0.39 | 24.13 | 2.86 |